COVID-19 in Italy. Visuals

(alternatively, see results and code together here)

 

Data source: this GitHubi page

Authors and sources mentioned: Editore/Autore del dataset: Dipartimento della Protezione Civile. Categoria ISO 19115: Salute. Dati forniti dal Ministero della Salute.

Regional data files (Dati per Regione):
  • Struttura file giornaliero: dpc-covid19-ita-regioni-yyyymmdd.csv (dpc-covid19-ita-regioni-20200224.csv)
  • File complessivo: dpc-covid19-ita-regioni.csv
  • File ultimi dati (latest): dpc-covid19-ita-regioni-latest.csv

 

Out[4]:

Currently data as of date: 2020-12-18T17:00:00

 

What's in the original dataframe?

Out[5]:

All column names: ['data', 'stato', 'codice_regione', 'denominazione_regione', 'lat', 'long', 'ricoverati_con_sintomi', 'terapia_intensiva', 'totale_ospedalizzati', 'isolamento_domiciliare', 'totale_positivi', 'variazione_totale_positivi', 'nuovi_positivi', 'dimessi_guariti', 'deceduti', 'casi_da_sospetto_diagnostico', 'casi_da_screening', 'totale_casi', 'tamponi', 'casi_testati', 'note', 'ingressi_terapia_intensiva', 'note_test', 'note_casi']

Out[6]:
data stato codice_regione denominazione_regione lat long ricoverati_con_sintomi terapia_intensiva totale_ospedalizzati isolamento_domiciliare ... deceduti casi_da_sospetto_diagnostico casi_da_screening totale_casi tamponi casi_testati note ingressi_terapia_intensiva note_test note_casi
6274 2020-12-18T17:00:00 ITA 19 Sicilia 38.115697 13.362357 1091 182 1273 32592 ... 2109 NaN NaN 82859 1126037 755132.0 NaN 19.0 NaN NaN
6275 2020-12-18T17:00:00 ITA 9 Toscana 43.769231 11.255889 1009 191 1200 12319 ... 3390 NaN NaN 114760 1768982 1022788.0 NaN 9.0 Positivi diagnosticati solo con test antigenic... NaN
6276 2020-12-18T17:00:00 ITA 10 Umbria 43.106758 12.388247 265 43 308 3637 ... 553 NaN NaN 26909 469887 241362.0 NaN 3.0 NaN NaN
6277 2020-12-18T17:00:00 ITA 2 Valle d'Aosta 45.737503 7.320149 70 7 77 423 ... 365 NaN NaN 6986 59599 36064.0 NaN 0.0 NaN NaN
6278 2020-12-18T17:00:00 ITA 5 Veneto 45.434905 12.338452 2687 339 3026 94988 ... 5268 NaN NaN 209220 3082169 1152419.0 NaN 36.0 NaN NaN

5 rows × 24 columns

 

Variable names to English and their explanation

  • HospWithSymptoms : Currently hospitalized patients with symptoms
  • IC : Intensive care
  • HospTotal: Total number of currently hospitalized patients
  • AtHome : Currently at home confinement
  • CurrentlyPositive : Total amount of current positive cases (Hospitalised patients + Home confinement)
  • NewPositives : New amount of positive cases (Actual total amount of current positive cases - total amount of current positive cases of the previous day)
  • TotalCases : Total amount of positive cases
  • NoOfTests : Tests performed
Out[7]:
Date Region Lat Long HospWithSymptoms IC HospTotal AtHome CurrentlyPositive VariationOfPositives ... Diagnostico Screening TotalCases NoOfTests casi_testati note ingr_ter_intens note_test note_casi Pop
Date
2020-12-14 2020-12-14 Veneto 45.434905 12.338452 2646 345 2991 89537 92528 1829 ... NaN NaN 193470 3006809 1128900.0 Nei valori riportati per le terapie intensive ... 21.0 NaN NaN 4905854
2020-12-15 2020-12-15 Veneto 45.434905 12.338452 2694 346 3040 89650 92690 162 ... NaN NaN 196790 3023689 1134294.0 Nei valori riportati per le terapie intensive ... 45.0 NaN NaN 4905854
2020-12-16 2020-12-16 Veneto 45.434905 12.338452 2698 347 3045 91180 94225 1535 ... NaN NaN 200607 3043792 1140117.0 NaN 31.0 NaN NaN 4905854
2020-12-17 2020-12-17 Veneto 45.434905 12.338452 2701 352 3053 92726 95779 1554 ... NaN NaN 205009 3063368 1146309.0 Nei valori riportati per le terapie intensive ... 29.0 NaN NaN 4905854
2020-12-18 2020-12-18 Veneto 45.434905 12.338452 2687 339 3026 94988 98014 2235 ... NaN NaN 209220 3082169 1152419.0 NaN 36.0 NaN NaN 4905854

5 rows × 23 columns

 

daily numbers & moving averages (MA)

(double click and click on legend to select one or multiple regions in the graph)

 

All regions together